Python : Data Science

Categories: Gen i : Python

Course Content

Data Science (1-10)

1 Introduction

05:31
2 What is data

04:48
3 data science & python

09:48
4 Interpreting the output

06:38
5 Data Science Functions

09:08
6 Data Science Function with csv

13:33
7 Data Preparation : Data Cleaning

06:06
8 Data Cleaning

05:26
9 Data Categories

09:12
10 Analyze Data

04:36

Data Science Math (11-18)

Data Science Statistics (19-27)

19 Introduction to Statistics

09:51
20 Percentiles

12:51
21 standard deviation

09:02
22 Variance ความแปรปรวน

09:51
23 Correlation Coefficient 1

07:43
24 Perfect negative linear and non linear relationship

12:40
25 Correlation Matrix

08:21
26 visulize with heatmap

09:54
27 Correlation vs causality

09:46

Data Science Advanced (28-38)

28 Linear Regression

09:28
29 Linear Regression 1 variable

08:26
30 Linear Regression Table in Python

09:19
31 Linear Regression Table info1

05:48
32 Create Linear Regression Function in Python

06:36
33 Regression Table P Value

07:54
34 Regression Table R squared

08:15
35 Regression for Duration and Calorie Burnage

07:09
36 Avg pulse and duration to explain

07:21
37 Define linear regression in Python

05:34
38 Accessing the values (final)

04:47

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